Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 32 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.9 KiB |
| Average record size in memory | 156.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 17 |
| Categorical | 1 |
civil_conflicts is highly correlated with state_intervention and 14 other fields | High correlation |
state_intervention is highly correlated with civil_conflicts and 13 other fields | High correlation |
conflict_between_states is highly correlated with total | High correlation |
total is highly correlated with civil_conflicts and 1 other fields | High correlation |
gdp_ger is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_fra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_ita is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_jpn is highly correlated with gdp_ger and 11 other fields | High correlation |
gdp_can is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_rus is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_usa is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_gbr is highly correlated with civil_conflicts and 13 other fields | High correlation |
gdp_bra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_ind is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_mex is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_zaf is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_chn is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_wld is highly correlated with civil_conflicts and 14 other fields | High correlation |
civil_conflicts is highly correlated with gdp_ger and 12 other fields | High correlation |
state_intervention is highly correlated with total and 12 other fields | High correlation |
conflict_between_states is highly correlated with total | High correlation |
total is highly correlated with state_intervention and 1 other fields | High correlation |
gdp_ger is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_fra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_ita is highly correlated with civil_conflicts and 13 other fields | High correlation |
gdp_jpn is highly correlated with civil_conflicts and 12 other fields | High correlation |
gdp_can is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_rus is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_usa is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_gbr is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_bra is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_ind is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_mex is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_zaf is highly correlated with civil_conflicts and 14 other fields | High correlation |
gdp_chn is highly correlated with state_intervention and 12 other fields | High correlation |
gdp_wld is highly correlated with civil_conflicts and 14 other fields | High correlation |
civil_conflicts is highly correlated with gdp_can and 5 other fields | High correlation |
state_intervention is highly correlated with gdp_ger and 9 other fields | High correlation |
gdp_ger is highly correlated with state_intervention and 13 other fields | High correlation |
gdp_fra is highly correlated with gdp_ger and 12 other fields | High correlation |
gdp_ita is highly correlated with gdp_ger and 11 other fields | High correlation |
gdp_jpn is highly correlated with gdp_ger and 3 other fields | High correlation |
gdp_can is highly correlated with civil_conflicts and 13 other fields | High correlation |
gdp_rus is highly correlated with gdp_ger and 10 other fields | High correlation |
gdp_usa is highly correlated with civil_conflicts and 13 other fields | High correlation |
gdp_gbr is highly correlated with state_intervention and 11 other fields | High correlation |
gdp_bra is highly correlated with state_intervention and 13 other fields | High correlation |
gdp_ind is highly correlated with civil_conflicts and 13 other fields | High correlation |
gdp_mex is highly correlated with civil_conflicts and 13 other fields | High correlation |
gdp_zaf is highly correlated with state_intervention and 13 other fields | High correlation |
gdp_chn is highly correlated with civil_conflicts and 13 other fields | High correlation |
gdp_wld is highly correlated with civil_conflicts and 13 other fields | High correlation |
year is highly correlated with civil_conflicts and 17 other fields | High correlation |
civil_conflicts is highly correlated with year and 5 other fields | High correlation |
state_intervention is highly correlated with year and 9 other fields | High correlation |
conflict_between_states is highly correlated with year and 4 other fields | High correlation |
total is highly correlated with year and 7 other fields | High correlation |
gdp_ger is highly correlated with year and 13 other fields | High correlation |
gdp_fra is highly correlated with year and 14 other fields | High correlation |
gdp_ita is highly correlated with year and 10 other fields | High correlation |
gdp_jpn is highly correlated with year and 7 other fields | High correlation |
gdp_can is highly correlated with year and 12 other fields | High correlation |
gdp_rus is highly correlated with year and 12 other fields | High correlation |
gdp_usa is highly correlated with year and 17 other fields | High correlation |
gdp_gbr is highly correlated with year and 14 other fields | High correlation |
gdp_bra is highly correlated with year and 15 other fields | High correlation |
gdp_ind is highly correlated with year and 14 other fields | High correlation |
gdp_mex is highly correlated with year and 13 other fields | High correlation |
gdp_zaf is highly correlated with year and 14 other fields | High correlation |
gdp_chn is highly correlated with year and 14 other fields | High correlation |
gdp_wld is highly correlated with year and 14 other fields | High correlation |
year has unique values | Unique |
gdp_ger has unique values | Unique |
gdp_fra has unique values | Unique |
gdp_ita has unique values | Unique |
gdp_jpn has unique values | Unique |
gdp_can has unique values | Unique |
gdp_rus has unique values | Unique |
gdp_usa has unique values | Unique |
gdp_gbr has unique values | Unique |
gdp_bra has unique values | Unique |
gdp_ind has unique values | Unique |
gdp_mex has unique values | Unique |
gdp_zaf has unique values | Unique |
gdp_chn has unique values | Unique |
gdp_wld has unique values | Unique |
Reproduction
| Analysis started | 2022-07-04 11:39:17.020622 |
|---|---|
| Analysis finished | 2022-07-04 11:39:46.910830 |
| Duration | 29.89 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 384.0 B |
| Minimum | 1970-01-01 00:00:00.000001 |
|---|---|
| Maximum | 1970-01-01 00:00:00.000002 |
civil_conflicts
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 15 |
|---|---|
| Distinct (%) | 46.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.21875 |
| Minimum | 23 |
|---|---|
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 25.2 |
| Q1 | 28 |
| median | 31 |
| Q3 | 34.25 |
| 95-th percentile | 44.9 |
| Maximum | 48 |
| Range | 25 |
| Interquartile range (IQR) | 6.25 |
Descriptive statistics
| Standard deviation | 6.121007586 |
|---|---|
| Coefficient of variation (CV) | 0.1899827767 |
| Kurtosis | 1.045391895 |
| Mean | 32.21875 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.153251821 |
| Sum | 1031 |
| Variance | 37.46673387 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 4 | |
| 28 | 4 | |
| 29 | 3 | |
| 27 | 3 | |
| 31 | 3 | |
| 30 | 3 | |
| 44 | 2 | 6.2% |
| 37 | 2 | 6.2% |
| 23 | 2 | 6.2% |
| 33 | 1 | 3.1% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 23 | 2 | |
| 27 | 3 | |
| 28 | 4 | |
| 29 | 3 | |
| 30 | 3 | |
| 31 | 3 | |
| 32 | 4 | |
| 33 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| 35 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 48 | 1 | 3.1% |
| 46 | 1 | 3.1% |
| 44 | 2 | |
| 37 | 2 | |
| 36 | 1 | 3.1% |
| 35 | 1 | 3.1% |
| 34 | 1 | 3.1% |
| 33 | 1 | 3.1% |
| 32 | 4 | |
| 31 | 3 |
state_intervention
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 14 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.25 |
| Minimum | 2 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5.5 |
| Q3 | 9 |
| 95-th percentile | 22.8 |
| Maximum | 25 |
| Range | 23 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.900210375 |
|---|---|
| Coefficient of variation (CV) | 0.8363891364 |
| Kurtosis | 0.755369208 |
| Mean | 8.25 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 1.413726976 |
| Sum | 264 |
| Variance | 47.61290323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5 | |
| 5 | 4 | |
| 3 | 4 | |
| 2 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 9 | 2 | 6.2% |
| 25 | 2 | 6.2% |
| 8 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 5 | |
| 5 | 4 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 1 | 3.1% |
| 9 | 2 | 6.2% |
| 13 | 1 | 3.1% |
| 18 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 25 | 2 | |
| 21 | 1 | 3.1% |
| 20 | 1 | 3.1% |
| 19 | 1 | 3.1% |
| 18 | 1 | 3.1% |
| 13 | 1 | 3.1% |
| 9 | 2 | |
| 8 | 1 | 3.1% |
| 7 | 3 | |
| 6 | 3 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 384.0 B |
| 2 | |
|---|---|
| 1 | |
| 0 | |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 12 | |
| 1 | 10 | |
| 0 | 9 | |
| 3 | 1 | 3.1% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 59.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.625 |
| Minimum | 31 |
|---|---|
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 35.75 |
| median | 40 |
| Q3 | 49 |
| 95-th percentile | 54.45 |
| Maximum | 56 |
| Range | 25 |
| Interquartile range (IQR) | 13.25 |
Descriptive statistics
| Standard deviation | 7.732420228 |
|---|---|
| Coefficient of variation (CV) | 0.1857638493 |
| Kurtosis | -1.076805083 |
| Mean | 41.625 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.4612043776 |
| Sum | 1332 |
| Variance | 59.79032258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 5 | |
| 33 | 4 | |
| 38 | 3 | 9.4% |
| 52 | 3 | 9.4% |
| 49 | 2 | 6.2% |
| 32 | 2 | 6.2% |
| 41 | 1 | 3.1% |
| 39 | 1 | 3.1% |
| 48 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 31 | 1 | 3.1% |
| 32 | 2 | 6.2% |
| 33 | 4 | |
| 35 | 1 | 3.1% |
| 36 | 1 | 3.1% |
| 37 | 1 | 3.1% |
| 38 | 3 | |
| 39 | 1 | 3.1% |
| 40 | 5 | |
| 41 | 1 | 3.1% |
| Value | Count | Frequency (%) |
| 56 | 1 | 3.1% |
| 55 | 1 | 3.1% |
| 54 | 1 | 3.1% |
| 52 | 3 | |
| 51 | 1 | 3.1% |
| 49 | 2 | |
| 48 | 1 | 3.1% |
| 43 | 1 | 3.1% |
| 42 | 1 | 3.1% |
| 41 | 1 | 3.1% |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.856804375 × 1012 |
| Minimum | 1.39897 × 1012 |
|---|---|
| Maximum | 3.97729 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1.39897 × 1012 |
|---|---|
| 5-th percentile | 1.825174 × 1012 |
| Q1 | 2.179105 × 1012 |
| median | 2.830605 × 1012 |
| Q3 | 3.5680675 × 1012 |
| 95-th percentile | 3.888672 × 1012 |
| Maximum | 3.97729 × 1012 |
| Range | 2.57832 × 1012 |
| Interquartile range (IQR) | 1.3889625 × 1012 |
Descriptive statistics
| Standard deviation | 7.851466882 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.2748339001 |
| Kurtosis | -1.478926327 |
| Mean | 2.856804375 × 1012 |
| Median Absolute Deviation (MAD) | 6.97785 × 1011 |
| Skewness | -0.0676526483 |
| Sum | 9.141774 × 1013 |
| Variance | 6.164553219 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.39897 × 1012 | 1 | 3.1% |
| 1.77167 × 1012 | 1 | 3.1% |
| 3.88833 × 1012 | 1 | 3.1% |
| 3.97729 × 1012 | 1 | 3.1% |
| 3.69085 × 1012 | 1 | 3.1% |
| 3.46985 × 1012 | 1 | 3.1% |
| 3.35759 × 1012 | 1 | 3.1% |
| 3.88909 × 1012 | 1 | 3.1% |
| 3.7338 × 1012 | 1 | 3.1% |
| 3.52714 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 1.39897 × 1012 | 1 | |
| 1.77167 × 1012 | 1 | |
| 1.86895 × 1012 | 1 | |
| 1.94579 × 1012 | 1 | |
| 1.94798 × 1012 | 1 | |
| 2.07132 × 1012 | 1 | |
| 2.07848 × 1012 | 1 | |
| 2.13157 × 1012 | 1 | |
| 2.19495 × 1012 | 1 | |
| 2.20507 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 3.97729 × 1012 | 1 | |
| 3.88909 × 1012 | 1 | |
| 3.88833 × 1012 | 1 | |
| 3.84641 × 1012 | 1 | |
| 3.74931 × 1012 | 1 | |
| 3.74526 × 1012 | 1 | |
| 3.7338 × 1012 | 1 | |
| 3.69085 × 1012 | 1 | |
| 3.52714 × 1012 | 1 | |
| 3.46985 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.058603438 × 1012 |
| Minimum | 1.02521 × 1012 |
|---|---|
| Maximum | 2.9303 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1.02521 × 1012 |
|---|---|
| 5-th percentile | 1.269235 × 1012 |
| Q1 | 1.4400275 × 1012 |
| median | 2.15829 × 1012 |
| Q3 | 2.66636 × 1012 |
| 95-th percentile | 2.8601 × 1012 |
| Maximum | 2.9303 × 1012 |
| Range | 1.90509 × 1012 |
| Interquartile range (IQR) | 1.2263325 × 1012 |
Descriptive statistics
| Standard deviation | 6.3679007 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.309331102 |
| Kurtosis | -1.745112322 |
| Mean | 2.058603438 × 1012 |
| Median Absolute Deviation (MAD) | 6.4313 × 1011 |
| Skewness | -0.05655863174 |
| Sum | 6.587531 × 1013 |
| Variance | 4.055015932 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.02521 × 1012 | 1 | 3.1% |
| 1.26918 × 1012 | 1 | 3.1% |
| 2.72887 × 1012 | 1 | 3.1% |
| 2.79096 × 1012 | 1 | 3.1% |
| 2.59515 × 1012 | 1 | 3.1% |
| 2.47296 × 1012 | 1 | 3.1% |
| 2.43919 × 1012 | 1 | 3.1% |
| 2.85596 × 1012 | 1 | 3.1% |
| 2.81188 × 1012 | 1 | 3.1% |
| 2.68367 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 1.02521 × 1012 | 1 | |
| 1.26918 × 1012 | 1 | |
| 1.26928 × 1012 | 1 | |
| 1.32282 × 1012 | 1 | |
| 1.36564 × 1012 | 1 | |
| 1.37766 × 1012 | 1 | |
| 1.39398 × 1012 | 1 | |
| 1.40147 × 1012 | 1 | |
| 1.45288 × 1012 | 1 | |
| 1.49315 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 2.9303 × 1012 | 1 | |
| 2.86516 × 1012 | 1 | |
| 2.85596 × 1012 | 1 | |
| 2.81188 × 1012 | 1 | |
| 2.79096 × 1012 | 1 | |
| 2.72887 × 1012 | 1 | |
| 2.70089 × 1012 | 1 | |
| 2.68367 × 1012 | 1 | |
| 2.66059 × 1012 | 1 | |
| 2.64519 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.662015969 × 1012 |
| Minimum | 9.28661 × 1011 |
|---|---|
| Maximum | 2.40866 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 9.28661 × 1011 |
|---|---|
| 5-th percentile | 1.083803 × 1012 |
| Q1 | 1.245135 × 1012 |
| median | 1.82159 × 1012 |
| Q3 | 2.0882025 × 1012 |
| 95-th percentile | 2.2499505 × 1012 |
| Maximum | 2.40866 × 1012 |
| Range | 1.479999 × 1012 |
| Interquartile range (IQR) | 8.430675 × 1011 |
Descriptive statistics
| Standard deviation | 4.528428629 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.272466012 |
| Kurtosis | -1.603179803 |
| Mean | 1.662015969 × 1012 |
| Median Absolute Deviation (MAD) | 4.32455 × 1011 |
| Skewness | -0.02371028472 |
| Sum | 5.3184511 × 1013 |
| Variance | 2.050666585 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.28661 × 1011 | 1 | 3.1% |
| 1.18122 × 1012 | 1 | 3.1% |
| 2.00938 × 1012 | 1 | 3.1% |
| 2.09193 × 1012 | 1 | 3.1% |
| 1.9618 × 1012 | 1 | 3.1% |
| 1.87707 × 1012 | 1 | 3.1% |
| 1.83664 × 1012 | 1 | 3.1% |
| 2.16201 × 1012 | 1 | 3.1% |
| 2.14192 × 1012 | 1 | 3.1% |
| 2.08696 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 9.28661 × 1011 | 1 | |
| 1.06496 × 1012 | 1 | |
| 1.09922 × 1012 | 1 | |
| 1.14668 × 1012 | 1 | |
| 1.16802 × 1012 | 1 | |
| 1.17466 × 1012 | 1 | |
| 1.18122 × 1012 | 1 | |
| 1.24188 × 1012 | 1 | |
| 1.24622 × 1012 | 1 | |
| 1.25245 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 2.40866 × 1012 | 1 | |
| 2.29499 × 1012 | 1 | |
| 2.2131 × 1012 | 1 | |
| 2.19993 × 1012 | 1 | |
| 2.16201 × 1012 | 1 | |
| 2.14192 × 1012 | 1 | |
| 2.1361 × 1012 | 1 | |
| 2.09193 × 1012 | 1 | |
| 2.08696 × 1012 | 1 | |
| 2.00938 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.755439688 × 1012 |
| Minimum | 3.05491 × 1012 |
|---|---|
| Maximum | 6.27236 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 3.05491 × 1012 |
|---|---|
| 5-th percentile | 3.3812 × 1012 |
| Q1 | 4.4518375 × 1012 |
| median | 4.895055 × 1012 |
| Q3 | 5.06999 × 1012 |
| 95-th percentile | 5.972406 × 1012 |
| Maximum | 6.27236 × 1012 |
| Range | 3.21745 × 1012 |
| Interquartile range (IQR) | 6.181525 × 1011 |
Descriptive statistics
| Standard deviation | 7.234982785 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.1521411953 |
| Kurtosis | 0.9287565028 |
| Mean | 4.755439688 × 1012 |
| Median Absolute Deviation (MAD) | 3.46385 × 1011 |
| Skewness | -0.3043462343 |
| Sum | 1.5217407 × 1014 |
| Variance | 5.234497589 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.05491 × 1012 | 1 | 3.1% |
| 3.13282 × 1012 | 1 | 3.1% |
| 5.14878 × 1012 | 1 | 3.1% |
| 5.03689 × 1012 | 1 | 3.1% |
| 4.93084 × 1012 | 1 | 3.1% |
| 5.00368 × 1012 | 1 | 3.1% |
| 4.44493 × 1012 | 1 | 3.1% |
| 4.89699 × 1012 | 1 | 3.1% |
| 5.21233 × 1012 | 1 | 3.1% |
| 6.27236 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 3.05491 × 1012 | 1 | |
| 3.13282 × 1012 | 1 | |
| 3.58442 × 1012 | 1 | |
| 3.90881 × 1012 | 1 | |
| 4.09836 × 1012 | 1 | |
| 4.18285 × 1012 | 1 | |
| 4.37471 × 1012 | 1 | |
| 4.44493 × 1012 | 1 | |
| 4.45414 × 1012 | 1 | |
| 4.49245 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 6.27236 × 1012 | 1 | |
| 6.23315 × 1012 | 1 | |
| 5.75907 × 1012 | 1 | |
| 5.54556 × 1012 | 1 | |
| 5.28949 × 1012 | 1 | |
| 5.21233 × 1012 | 1 | |
| 5.14878 × 1012 | 1 | |
| 5.10668 × 1012 | 1 | |
| 5.05776 × 1012 | 1 | |
| 5.03689 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.140948875 × 1012 |
| Minimum | 5.65056 × 1011 |
|---|---|
| Maximum | 1.8466 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 5.65056 × 1011 |
|---|---|
| 5-th percentile | 5.777034 × 1011 |
| Q1 | 6.326365 × 1011 |
| median | 1.0999 × 1012 |
| Q3 | 1.62436 × 1012 |
| 95-th percentile | 1.815929 × 1012 |
| Maximum | 1.8466 × 1012 |
| Range | 1.281544 × 1012 |
| Interquartile range (IQR) | 9.917235 × 1011 |
Descriptive statistics
| Standard deviation | 4.954701262 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.4342614617 |
| Kurtosis | -1.793269796 |
| Mean | 1.140948875 × 1012 |
| Median Absolute Deviation (MAD) | 4.80463 × 1011 |
| Skewness | 0.1208825754 |
| Sum | 3.6510364 × 1013 |
| Variance | 2.45490646 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.65056 × 1011 | 1 | 3.1% |
| 5.9393 × 1011 | 1 | 3.1% |
| 1.74202 × 1012 | 1 | 3.1% |
| 1.72533 × 1012 | 1 | 3.1% |
| 1.64927 × 1012 | 1 | 3.1% |
| 1.52799 × 1012 | 1 | 3.1% |
| 1.55651 × 1012 | 1 | 3.1% |
| 1.80575 × 1012 | 1 | 3.1% |
| 1.8466 × 1012 | 1 | 3.1% |
| 1.82837 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 5.65056 × 1011 | 1 | |
| 5.77171 × 1011 | 1 | |
| 5.78139 × 1011 | 1 | |
| 5.92388 × 1011 | 1 | |
| 5.9393 × 1011 | 1 | |
| 6.04032 × 1011 | 1 | |
| 6.10328 × 1011 | 1 | |
| 6.28546 × 1011 | 1 | |
| 6.34 × 1011 | 1 | |
| 6.54987 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 1.8466 × 1012 | 1 | |
| 1.82837 × 1012 | 1 | |
| 1.80575 × 1012 | 1 | |
| 1.79333 × 1012 | 1 | |
| 1.74202 × 1012 | 1 | |
| 1.72533 × 1012 | 1 | |
| 1.64927 × 1012 | 1 | |
| 1.64542 × 1012 | 1 | |
| 1.61734 × 1012 | 1 | |
| 1.55651 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.854589688 × 1011 |
| Minimum | 1.95907 × 1011 |
|---|---|
| Maximum | 2.29247 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1.95907 × 1011 |
|---|---|
| 5-th percentile | 2.6589475 × 1011 |
| Q1 | 4.02581 × 1011 |
| median | 6.77517 × 1011 |
| Q3 | 1.53724 × 1012 |
| 95-th percentile | 2.126317 × 1012 |
| Maximum | 2.29247 × 1012 |
| Range | 2.096563 × 1012 |
| Interquartile range (IQR) | 1.134659 × 1012 |
Descriptive statistics
| Standard deviation | 6.67838854 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.6776932121 |
| Kurtosis | -1.161380488 |
| Mean | 9.854589688 × 1011 |
| Median Absolute Deviation (MAD) | 4.121845 × 1011 |
| Skewness | 0.5264135059 |
| Sum | 3.1534687 × 1013 |
| Variance | 4.460087348 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.065 × 1011 | 1 | 3.1% |
| 5.16814 × 1011 | 1 | 3.1% |
| 1.68745 × 1012 | 1 | 3.1% |
| 1.65733 × 1012 | 1 | 3.1% |
| 1.5742 × 1012 | 1 | 3.1% |
| 1.27679 × 1012 | 1 | 3.1% |
| 1.36348 × 1012 | 1 | 3.1% |
| 2.05924 × 1012 | 1 | 3.1% |
| 2.29247 × 1012 | 1 | 3.1% |
| 2.2083 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 1.95907 × 1011 | 1 | |
| 2.5971 × 1011 | 1 | |
| 2.70955 × 1011 | 1 | |
| 3.06602 × 1011 | 1 | |
| 3.4547 × 1011 | 1 | |
| 3.91725 × 1011 | 1 | |
| 3.95077 × 1011 | 1 | |
| 3.95537 × 1011 | 1 | |
| 4.04929 × 1011 | 1 | |
| 4.30348 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 2.29247 × 1012 | 1 | |
| 2.2083 × 1012 | 1 | |
| 2.05924 × 1012 | 1 | |
| 2.04593 × 1012 | 1 | |
| 1.68745 × 1012 | 1 | |
| 1.66085 × 1012 | 1 | |
| 1.65733 × 1012 | 1 | |
| 1.5742 × 1012 | 1 | |
| 1.52492 × 1012 | 1 | |
| 1.4835 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.274650875 × 1013 |
| Minimum | 5.64158 × 1012 |
|---|---|
| Maximum | 2.14332 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 5.64158 × 1012 |
|---|---|
| 5-th percentile | 6.0703845 × 1012 |
| Q1 | 8.4514425 × 1012 |
| median | 1.262515 × 1013 |
| Q3 | 1.634395 × 1013 |
| 95-th percentile | 2.0765395 × 1013 |
| Maximum | 2.14332 × 1013 |
| Range | 1.579162 × 1013 |
| Interquartile range (IQR) | 7.8925075 × 1012 |
Descriptive statistics
| Standard deviation | 4.88471814 × 1012 |
|---|---|
| Coefficient of variation (CV) | 0.3832200829 |
| Kurtosis | -1.154358731 |
| Mean | 1.274650875 × 1013 |
| Median Absolute Deviation (MAD) | 4.103625 × 1012 |
| Skewness | 0.1982472094 |
| Sum | 4.0788828 × 1014 |
| Variance | 2.386047131 × 1025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.64158 × 1012 | 1 | 3.1% |
| 5.96314 × 1012 | 1 | 3.1% |
| 2.14332 × 1013 | 1 | 3.1% |
| 2.06119 × 1013 | 1 | 3.1% |
| 1.9543 × 1013 | 1 | 3.1% |
| 1.87451 × 1013 | 1 | 3.1% |
| 1.82383 × 1013 | 1 | 3.1% |
| 1.75272 × 1013 | 1 | 3.1% |
| 1.67848 × 1013 | 1 | 3.1% |
| 1.6197 × 1013 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 5.64158 × 1012 | 1 | |
| 5.96314 × 1012 | 1 | |
| 6.15813 × 1012 | 1 | |
| 6.52033 × 1012 | 1 | |
| 6.85856 × 1012 | 1 | |
| 7.28724 × 1012 | 1 | |
| 7.63975 × 1012 | 1 | |
| 8.07312 × 1012 | 1 | |
| 8.57755 × 1012 | 1 | |
| 9.06282 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 2.14332 × 1013 | 1 | |
| 2.0953 × 1013 | 1 | |
| 2.06119 × 1013 | 1 | |
| 1.9543 × 1013 | 1 | |
| 1.87451 × 1013 | 1 | |
| 1.82383 × 1013 | 1 | |
| 1.75272 × 1013 | 1 | |
| 1.67848 × 1013 | 1 | |
| 1.6197 × 1013 | 1 | |
| 1.55426 × 1013 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.131441719 × 1012 |
| Minimum | 9.26885 × 1011 |
|---|---|
| Maximum | 3.10618 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 9.26885 × 1011 |
|---|---|
| 5-th percentile | 1.078869 × 1012 |
| Q1 | 1.525055 × 1012 |
| median | 2.423805 × 1012 |
| Q3 | 2.7320875 × 1012 |
| 95-th percentile | 3.01534 × 1012 |
| Maximum | 3.10618 × 1012 |
| Range | 2.179295 × 1012 |
| Interquartile range (IQR) | 1.2070325 × 1012 |
Descriptive statistics
| Standard deviation | 7.255133834 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.340386217 |
| Kurtosis | -1.543218733 |
| Mean | 2.131441719 × 1012 |
| Median Absolute Deviation (MAD) | 5.86245 × 1011 |
| Skewness | -0.2657441889 |
| Sum | 6.8206135 × 1013 |
| Variance | 5.263696695 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.26885 × 1011 | 1 | 3.1% |
| 1.09317 × 1012 | 1 | 3.1% |
| 2.87867 × 1012 | 1 | 3.1% |
| 2.90079 × 1012 | 1 | 3.1% |
| 2.69902 × 1012 | 1 | 3.1% |
| 2.72285 × 1012 | 1 | 3.1% |
| 2.95657 × 1012 | 1 | 3.1% |
| 3.08717 × 1012 | 1 | 3.1% |
| 2.80329 × 1012 | 1 | 3.1% |
| 2.71916 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 9.26885 × 1011 | 1 | |
| 1.06139 × 1012 | 1 | |
| 1.09317 × 1012 | 1 | |
| 1.14049 × 1012 | 1 | |
| 1.1428 × 1012 | 1 | |
| 1.17966 × 1012 | 1 | |
| 1.34642 × 1012 | 1 | |
| 1.42151 × 1012 | 1 | |
| 1.55957 × 1012 | 1 | |
| 1.64391 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 3.10618 × 1012 | 1 | |
| 3.08717 × 1012 | 1 | |
| 2.95657 × 1012 | 1 | |
| 2.93888 × 1012 | 1 | |
| 2.90079 × 1012 | 1 | |
| 2.87867 × 1012 | 1 | |
| 2.80329 × 1012 | 1 | |
| 2.7598 × 1012 | 1 | |
| 2.72285 × 1012 | 1 | |
| 2.71916 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.221890594 × 1012 |
| Minimum | 3.28188 × 1011 |
|---|---|
| Maximum | 2.61616 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 3.28188 × 1011 |
|---|---|
| 5-th percentile | 3.4503945 × 1011 |
| Q1 | 5.595465 × 1011 |
| median | 8.8742 × 1011 |
| Q3 | 1.8211125 × 1012 |
| 95-th percentile | 2.4686455 × 1012 |
| Maximum | 2.61616 × 1012 |
| Range | 2.287972 × 1012 |
| Interquartile range (IQR) | 1.261566 × 1012 |
Descriptive statistics
| Standard deviation | 7.554424606 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.6182570391 |
| Kurtosis | -1.236598509 |
| Mean | 1.221890594 × 1012 |
| Median Absolute Deviation (MAD) | 5.29758 × 1011 |
| Skewness | 0.466283602 |
| Sum | 3.9100499 × 1013 |
| Variance | 5.706933113 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.47028 × 1011 | 1 | 3.1% |
| 3.90726 × 1011 | 1 | 3.1% |
| 1.87782 × 1012 | 1 | 3.1% |
| 1.91693 × 1012 | 1 | 3.1% |
| 2.06351 × 1012 | 1 | 3.1% |
| 1.79569 × 1012 | 1 | 3.1% |
| 1.80221 × 1012 | 1 | 3.1% |
| 2.45604 × 1012 | 1 | 3.1% |
| 2.47282 × 1012 | 1 | 3.1% |
| 2.46523 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 3.28188 × 1011 | 1 | |
| 3.42609 × 1011 | 1 | |
| 3.47028 × 1011 | 1 | |
| 3.68296 × 1011 | 1 | |
| 3.90726 × 1011 | 1 | |
| 5.09795 × 1011 | 1 | |
| 5.2537 × 1011 | 1 | |
| 5.58234 × 1011 | 1 | |
| 5.59984 × 1011 | 1 | |
| 5.99642 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 2.61616 × 1012 | 1 | |
| 2.47282 × 1012 | 1 | |
| 2.46523 × 1012 | 1 | |
| 2.45604 × 1012 | 1 | |
| 2.20884 × 1012 | 1 | |
| 2.06351 × 1012 | 1 | |
| 1.91693 × 1012 | 1 | |
| 1.87782 × 1012 | 1 | |
| 1.80221 × 1012 | 1 | |
| 1.79569 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.144962438 × 1012 |
| Minimum | 2.70105 × 1011 |
|---|---|
| Maximum | 2.8705 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2.70105 × 1011 |
|---|---|
| 5-th percentile | 2.841976 × 1011 |
| Q1 | 4.1012525 × 1011 |
| median | 7.647655 × 1011 |
| Q3 | 1.83491 × 1012 |
| 95-th percentile | 2.678637 × 1012 |
| Maximum | 2.8705 × 1012 |
| Range | 2.600395 × 1012 |
| Interquartile range (IQR) | 1.42478475 × 1012 |
Descriptive statistics
| Standard deviation | 8.744778315 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.7637611531 |
| Kurtosis | -1.008517482 |
| Mean | 1.144962438 × 1012 |
| Median Absolute Deviation (MAD) | 4.60349 × 1011 |
| Skewness | 0.6832227337 |
| Sum | 3.6638798 × 1013 |
| Variance | 7.647114778 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.96042 × 1011 | 1 | 3.1% |
| 3.20979 × 1011 | 1 | 3.1% |
| 2.8705 × 1012 | 1 | 3.1% |
| 2.70111 × 1012 | 1 | 3.1% |
| 2.65147 × 1012 | 1 | 3.1% |
| 2.2948 × 1012 | 1 | 3.1% |
| 2.10359 × 1012 | 1 | 3.1% |
| 2.03913 × 1012 | 1 | 3.1% |
| 1.85672 × 1012 | 1 | 3.1% |
| 1.82764 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 2.70105 × 1011 | 1 | |
| 2.79296 × 1011 | 1 | |
| 2.88208 × 1011 | 1 | |
| 2.96042 × 1011 | 1 | |
| 3.20979 × 1011 | 1 | |
| 3.27276 × 1011 | 1 | |
| 3.60282 × 1011 | 1 | |
| 3.92897 × 1011 | 1 | |
| 4.15868 × 1011 | 1 | |
| 4.21351 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 2.8705 × 1012 | 1 | |
| 2.70111 × 1012 | 1 | |
| 2.66025 × 1012 | 1 | |
| 2.65147 × 1012 | 1 | |
| 2.2948 × 1012 | 1 | |
| 2.10359 × 1012 | 1 | |
| 2.03913 × 1012 | 1 | |
| 1.85672 × 1012 | 1 | |
| 1.82764 × 1012 | 1 | |
| 1.82305 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.204311562 × 1011 |
| Minimum | 2.21401 × 1011 |
|---|---|
| Maximum | 1.31535 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2.21401 × 1011 |
|---|---|
| 5-th percentile | 2.8979295 × 1011 |
| Q1 | 5.200605 × 1011 |
| median | 8.298585 × 1011 |
| Q3 | 1.12222 × 1012 |
| 95-th percentile | 1.2716845 × 1012 |
| Maximum | 1.31535 × 1012 |
| Range | 1.093949 × 1012 |
| Interquartile range (IQR) | 6.021595 × 1011 |
Descriptive statistics
| Standard deviation | 3.434617405 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.4186356623 |
| Kurtosis | -1.328590313 |
| Mean | 8.204311562 × 1011 |
| Median Absolute Deviation (MAD) | 3.16204 × 1011 |
| Skewness | -0.2284284434 |
| Sum | 2.6253797 × 1013 |
| Variance | 1.179659672 × 1023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.21401 × 1011 | 1 | 3.1% |
| 2.61254 × 1011 | 1 | 3.1% |
| 1.26943 × 1012 | 1 | 3.1% |
| 1.22241 × 1012 | 1 | 3.1% |
| 1.15891 × 1012 | 1 | 3.1% |
| 1.07849 × 1012 | 1 | 3.1% |
| 1.17187 × 1012 | 1 | 3.1% |
| 1.31535 × 1012 | 1 | 3.1% |
| 1.27444 × 1012 | 1 | 3.1% |
| 1.20109 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 2.21401 × 1011 | 1 | |
| 2.61254 × 1011 | 1 | |
| 3.13143 × 1011 | 1 | |
| 3.60074 × 1011 | 1 | |
| 3.63158 × 1011 | 1 | |
| 4.10976 × 1011 | 1 | |
| 5.00413 × 1011 | 1 | |
| 5.00736 × 1011 | 1 | |
| 5.26502 × 1011 | 1 | |
| 5.27813 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 1.31535 × 1012 | 1 | |
| 1.27444 × 1012 | 1 | |
| 1.26943 × 1012 | 1 | |
| 1.22241 × 1012 | 1 | |
| 1.20109 × 1012 | 1 | |
| 1.18049 × 1012 | 1 | |
| 1.17187 × 1012 | 1 | |
| 1.15891 × 1012 | 1 | |
| 1.10999 × 1012 | 1 | |
| 1.07849 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.59219808 × 1011 |
| Minimum | 9.903085682 × 1010 |
|---|---|
| Maximum | 4.58202 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 9.903085682 × 1010 |
|---|---|
| 5-th percentile | 1.2016705 × 1011 |
| Q1 | 1.51694 × 1011 |
| median | 2.723375 × 1011 |
| Q3 | 3.5533225 × 1011 |
| 95-th percentile | 4.250312 × 1011 |
| Maximum | 4.58202 × 1011 |
| Range | 3.591711432 × 1011 |
| Interquartile range (IQR) | 2.0363825 × 1011 |
Descriptive statistics
| Standard deviation | 1.159189402 × 1011 |
|---|---|
| Coefficient of variation (CV) | 0.4471839596 |
| Kurtosis | -1.585321494 |
| Mean | 2.59219808 × 1011 |
| Median Absolute Deviation (MAD) | 1.17211 × 1011 |
| Skewness | 0.1535474479 |
| Sum | 8.295033857 × 1012 |
| Variance | 1.343720069 × 1022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.903085682 × 1010 | 1 | 3.1% |
| 1.15552 × 1011 | 1 | 3.1% |
| 3.87935 × 1011 | 1 | 3.1% |
| 4.04842 × 1011 | 1 | 3.1% |
| 3.81449 × 1011 | 1 | 3.1% |
| 3.23586 × 1011 | 1 | 3.1% |
| 3.4671 × 1011 | 1 | 3.1% |
| 3.81199 × 1011 | 1 | 3.1% |
| 4.00886 × 1011 | 1 | 3.1% |
| 4.34401 × 1011 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 9.903085682 × 1010 | 1 | |
| 1.15552 × 1011 | 1 | |
| 1.23943 × 1011 | 1 | |
| 1.29088 × 1011 | 1 | |
| 1.34545 × 1011 | 1 | |
| 1.3543 × 1011 | 1 | |
| 1.47197 × 1011 | 1 | |
| 1.51517 × 1011 | 1 | |
| 1.51753 × 1011 | 1 | |
| 1.52983 × 1011 | 1 |
| Value | Count | Frequency (%) |
| 4.58202 × 1011 | 1 | |
| 4.34401 × 1011 | 1 | |
| 4.17365 × 1011 | 1 | |
| 4.04842 × 1011 | 1 | |
| 4.00886 × 1011 | 1 | |
| 3.87935 × 1011 | 1 | |
| 3.81449 × 1011 | 1 | |
| 3.81199 × 1011 | 1 | |
| 3.4671 × 1011 | 1 | |
| 3.35442 × 1011 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.776625 × 1012 |
| Minimum | 3.47768 × 1011 |
|---|---|
| Maximum | 1.47227 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 3.47768 × 1011 |
|---|---|
| 5-th percentile | 3.7324125 × 1011 |
| Q1 | 9.3713975 × 1011 |
| median | 2.12066 × 1012 |
| Q3 | 8.791775 × 1012 |
| 95-th percentile | 1.4068095 × 1013 |
| Maximum | 1.47227 × 1013 |
| Range | 1.4374932 × 1013 |
| Interquartile range (IQR) | 7.85463525 × 1012 |
Descriptive statistics
| Standard deviation | 4.892493285 × 1012 |
|---|---|
| Coefficient of variation (CV) | 1.024257354 |
| Kurtosis | -0.7776836837 |
| Mean | 4.776625 × 1012 |
| Median Absolute Deviation (MAD) | 1.7155155 × 1012 |
| Skewness | 0.86284 |
| Sum | 1.52852 × 1014 |
| Variance | 2.393649055 × 1025 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 3.47768 × 1011 | 1 | 3.1% |
| 3.60858 × 1011 | 1 | 3.1% |
| 1.42799 × 1013 | 1 | 3.1% |
| 1.38948 × 1013 | 1 | 3.1% |
| 1.23104 × 1013 | 1 | 3.1% |
| 1.12333 × 1013 | 1 | 3.1% |
| 1.10616 × 1013 | 1 | 3.1% |
| 1.04757 × 1013 | 1 | 3.1% |
| 9.57041 × 1012 | 1 | 3.1% |
| 8.53223 × 1012 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 3.47768 × 1011 | 1 | |
| 3.60858 × 1011 | 1 | |
| 3.83373 × 1011 | 1 | |
| 4.26916 × 1011 | 1 | |
| 4.44731 × 1011 | 1 | |
| 5.64325 × 1011 | 1 | |
| 7.34548 × 1011 | 1 | |
| 8.63747 × 1011 | 1 | |
| 9.61604 × 1011 | 1 | |
| 1.02904 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.47227 × 1013 | 1 | |
| 1.42799 × 1013 | 1 | |
| 1.38948 × 1013 | 1 | |
| 1.23104 × 1013 | 1 | |
| 1.12333 × 1013 | 1 | |
| 1.10616 × 1013 | 1 | |
| 1.04757 × 1013 | 1 | |
| 9.57041 × 1012 | 1 | |
| 8.53223 × 1012 | 1 | |
| 7.5515 × 1012 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.114072188 × 1013 |
| Minimum | 2.01713 × 1013 |
|---|---|
| Maximum | 8.75681 × 1013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2.01713 × 1013 |
|---|---|
| 5-th percentile | 2.3271625 × 1013 |
| Q1 | 3.1599775 × 1013 |
| median | 4.59461 × 1013 |
| Q3 | 7.5165725 × 1013 |
| 95-th percentile | 8.5434285 × 1013 |
| Maximum | 8.75681 × 1013 |
| Range | 6.73968 × 1013 |
| Interquartile range (IQR) | 4.356595 × 1013 |
Descriptive statistics
| Standard deviation | 2.290742399 × 1013 |
|---|---|
| Coefficient of variation (CV) | 0.4479292265 |
| Kurtosis | -1.578065211 |
| Mean | 5.114072188 × 1013 |
| Median Absolute Deviation (MAD) | 1.91245 × 1013 |
| Skewness | 0.2510165895 |
| Sum | 1.6365031 × 1015 |
| Variance | 5.24750074 × 1026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.01713 × 1013 | 1 | 3.1% |
| 2.27395 × 1013 | 1 | 3.1% |
| 8.75681 × 1013 | 1 | 3.1% |
| 8.62743 × 1013 | 1 | 3.1% |
| 8.12246 × 1013 | 1 | 3.1% |
| 7.63132 × 1013 | 1 | 3.1% |
| 7.51171 × 1013 | 1 | 3.1% |
| 7.95755 × 1013 | 1 | 3.1% |
| 7.74432 × 1013 | 1 | 3.1% |
| 7.53116 × 1013 | 1 | 3.1% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 2.01713 × 1013 | 1 | |
| 2.27395 × 1013 | 1 | |
| 2.3707 × 1013 | 1 | |
| 2.53937 × 1013 | 1 | |
| 2.58225 × 1013 | 1 | |
| 2.78724 × 1013 | 1 | |
| 3.10438 × 1013 | 1 | |
| 3.15397 × 1013 | 1 | |
| 3.16198 × 1013 | 1 | |
| 3.17363 × 1013 | 1 |
| Value | Count | Frequency (%) |
| 8.75681 × 1013 | 1 | |
| 8.62743 × 1013 | 1 | |
| 8.4747 × 1013 | 1 | |
| 8.12246 × 1013 | 1 | |
| 7.95755 × 1013 | 1 | |
| 7.74432 × 1013 | 1 | |
| 7.63132 × 1013 | 1 | |
| 7.53116 × 1013 | 1 | |
| 7.51171 × 1013 | 1 | |
| 7.36715 × 1013 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| year | civil_conflicts | state_intervention | conflict_between_states | total | gdp_ger | gdp_fra | gdp_ita | gdp_jpn | gdp_can | gdp_rus | gdp_usa | gdp_gbr | gdp_bra | gdp_ind | gdp_mex | gdp_zaf | gdp_chn | gdp_wld | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1970-01-01 00:00:00.000001989 | 33 | 5 | 2 | 40 | 1398970000000 | 1025210000000 | 928661000000 | 3054910000000 | 565056000000 | 506500000000 | 5641580000000 | 926885000000 | 347028000000 | 296042000000 | 221401000000 | 99030856825 | 347768000000 | 20171300000000 |
| 1 | 1970-01-01 00:00:00.000001990 | 44 | 3 | 2 | 49 | 1771670000000 | 1269180000000 | 1181220000000 | 3132820000000 | 593930000000 | 516814000000 | 5963140000000 | 1093170000000 | 390726000000 | 320979000000 | 261254000000 | 115552000000 | 360858000000 | 22739500000000 |
| 2 | 1970-01-01 00:00:00.000001991 | 48 | 2 | 2 | 52 | 1868950000000 | 1269280000000 | 1246220000000 | 3584420000000 | 610328000000 | 517963000000 | 6158130000000 | 1142800000000 | 342609000000 | 270105000000 | 313143000000 | 123943000000 | 383373000000 | 23707000000000 |
| 3 | 1970-01-01 00:00:00.000001992 | 44 | 4 | 1 | 49 | 2131570000000 | 1401470000000 | 1320160000000 | 3908810000000 | 592388000000 | 460291000000 | 6520330000000 | 1179660000000 | 328188000000 | 288208000000 | 363158000000 | 134545000000 | 426916000000 | 25393700000000 |
| 4 | 1970-01-01 00:00:00.000001993 | 37 | 6 | 0 | 43 | 2071320000000 | 1322820000000 | 1064960000000 | 4454140000000 | 577171000000 | 435084000000 | 6858560000000 | 1061390000000 | 368296000000 | 279296000000 | 500736000000 | 147197000000 | 444731000000 | 25822500000000 |
| 5 | 1970-01-01 00:00:00.000001994 | 46 | 2 | 0 | 48 | 2205070000000 | 1393980000000 | 1099220000000 | 4998800000000 | 578139000000 | 395077000000 | 7287240000000 | 1140490000000 | 525370000000 | 327276000000 | 527813000000 | 153513000000 | 564325000000 | 27872400000000 |
| 6 | 1970-01-01 00:00:00.000001995 | 37 | 2 | 1 | 40 | 2585790000000 | 1601090000000 | 1174660000000 | 5545560000000 | 604032000000 | 395537000000 | 7639750000000 | 1346420000000 | 769333000000 | 360282000000 | 360074000000 | 171735000000 | 734548000000 | 31043800000000 |
| 7 | 1970-01-01 00:00:00.000001996 | 36 | 3 | 2 | 41 | 2497240000000 | 1605680000000 | 1312430000000 | 4923390000000 | 628546000000 | 391725000000 | 8073120000000 | 1421510000000 | 850426000000 | 392897000000 | 410976000000 | 163237000000 | 863747000000 | 31736300000000 |
| 8 | 1970-01-01 00:00:00.000001997 | 35 | 4 | 1 | 40 | 2211990000000 | 1452880000000 | 1241880000000 | 4492450000000 | 654987000000 | 404929000000 | 8577550000000 | 1559570000000 | 883206000000 | 415868000000 | 500413000000 | 168977000000 | 961604000000 | 31619800000000 |
| 9 | 1970-01-01 00:00:00.000001998 | 32 | 6 | 2 | 40 | 2238990000000 | 1503110000000 | 1270050000000 | 4098360000000 | 634000000000 | 270955000000 | 9062820000000 | 1653390000000 | 863711000000 | 421351000000 | 526502000000 | 152983000000 | 1029040000000 | 31539700000000 |
Last rows
| year | civil_conflicts | state_intervention | conflict_between_states | total | gdp_ger | gdp_fra | gdp_ita | gdp_jpn | gdp_can | gdp_rus | gdp_usa | gdp_gbr | gdp_bra | gdp_ind | gdp_mex | gdp_zaf | gdp_chn | gdp_wld | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 1970-01-01 00:00:00.000002011 | 30 | 7 | 1 | 38 | 3749310000000 | 2865160000000 | 2294990000000 | 6233150000000 | 1793330000000 | 2045930000000 | 15542600000000 | 2674890000000 | 2616160000000 | 1823050000000 | 1180490000000 | 458202000000 | 7551500000000 | 73671500000000 |
| 23 | 1970-01-01 00:00:00.000002012 | 23 | 9 | 1 | 33 | 3527140000000 | 2683670000000 | 2086960000000 | 6272360000000 | 1828370000000 | 2208300000000 | 16197000000000 | 2719160000000 | 2465230000000 | 1827640000000 | 1201090000000 | 434401000000 | 8532230000000 | 75311600000000 |
| 24 | 1970-01-01 00:00:00.000002013 | 27 | 9 | 0 | 36 | 3733800000000 | 2811880000000 | 2141920000000 | 5212330000000 | 1846600000000 | 2292470000000 | 16784800000000 | 2803290000000 | 2472820000000 | 1856720000000 | 1274440000000 | 400886000000 | 9570410000000 | 77443200000000 |
| 25 | 1970-01-01 00:00:00.000002014 | 28 | 13 | 1 | 42 | 3889090000000 | 2855960000000 | 2162010000000 | 4896990000000 | 1805750000000 | 2059240000000 | 17527200000000 | 3087170000000 | 2456040000000 | 2039130000000 | 1315350000000 | 381199000000 | 10475700000000 | 79575500000000 |
| 26 | 1970-01-01 00:00:00.000002015 | 31 | 20 | 1 | 52 | 3357590000000 | 2439190000000 | 1836640000000 | 4444930000000 | 1556510000000 | 1363480000000 | 18238300000000 | 2956570000000 | 1802210000000 | 2103590000000 | 1171870000000 | 346710000000 | 11061600000000 | 75117100000000 |
| 27 | 1970-01-01 00:00:00.000002016 | 34 | 18 | 2 | 54 | 3469850000000 | 2472960000000 | 1877070000000 | 5003680000000 | 1527990000000 | 1276790000000 | 18745100000000 | 2722850000000 | 1795690000000 | 2294800000000 | 1078490000000 | 323586000000 | 11233300000000 | 76313200000000 |
| 28 | 1970-01-01 00:00:00.000002017 | 29 | 21 | 1 | 51 | 3690850000000 | 2595150000000 | 1961800000000 | 4930840000000 | 1649270000000 | 1574200000000 | 19543000000000 | 2699020000000 | 2063510000000 | 2651470000000 | 1158910000000 | 381449000000 | 12310400000000 | 81224600000000 |
| 29 | 1970-01-01 00:00:00.000002018 | 31 | 19 | 2 | 52 | 3977290000000 | 2790960000000 | 2091930000000 | 5036890000000 | 1725330000000 | 1657330000000 | 20611900000000 | 2900790000000 | 1916930000000 | 2701110000000 | 1222410000000 | 404842000000 | 13894800000000 | 86274300000000 |
| 30 | 1970-01-01 00:00:00.000002019 | 28 | 25 | 2 | 55 | 3888330000000 | 2728870000000 | 2009380000000 | 5148780000000 | 1742020000000 | 1687450000000 | 21433200000000 | 2878670000000 | 1877820000000 | 2870500000000 | 1269430000000 | 387935000000 | 14279900000000 | 87568100000000 |
| 31 | 1970-01-01 00:00:00.000002020 | 28 | 25 | 3 | 56 | 3846410000000 | 2630320000000 | 1888710000000 | 5057760000000 | 1645420000000 | 1483500000000 | 20953000000000 | 2759800000000 | 1444730000000 | 2660250000000 | 1073920000000 | 335442000000 | 14722700000000 | 84747000000000 |